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Cooking with LLMs
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Cooking with LLMs

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AjayK47/README.md

Hi 👋, I'm Ajay

AI/ML Engineer building agent infrastructure and multi-agent systems

Website • LinkedIn • Email

GitHub Stars

About me

I'm an AI/ML engineer mostly working around AI agents, agent harnesses, multi-agent systems, memory/context, and production AI workflows.

Right now I'm building:

  • myagent.to — a messaging network that gives AI agents a permanent address so they can communicate across different owners and runtimes.
  • OnWatch — a social listening tool that finds conversations about your product, competitors, and problem space, then filters them down to the ones worth acting on.

Previously, I worked on agent harnesses and AI co-workers for enterprise, AI hiring systems, candidate research agents, and AI SDR workflows.

In my free time, I like exploring new model architectures, diffusion-based language models, agent memory, and ways to reduce context bloat in long-running agents.

Some things I've built

Forechain Supplier-risk intelligence powered by long-running agents that continuously monitor suppliers and surface evidence-backed risk signals.

Organic Hire AI-first ATS for small teams with resume parsing, candidate matching, ranking, and AI-assisted screening.

Open Session Open-source conference management software for CFPs, reviews, speaker onboarding, scheduling, and public agendas.

PagePod Multi-agent system for turning web content into podcasts.

Stock Insight Collaborative multi-agent system for stock research and market analysis.

What I've worked on

  • Built and owned an agent harness from scratch for Trugen's enterprise AI co-worker, powering products including ClaraSDR and Juno AI.
  • Built AI-powered candidate search and hiring pipelines using embeddings, resume parsing, matching, and scoring at HireID.
  • Built agents for deep research across GitHub and research profiles.
  • Worked on Indian legal-domain LLMs and video generation research at AIR Center, VIT-AP.
  • Worked across RAG, model fine-tuning, tool calling, multi-agent workflows, memory, context management, and production LLM systems.

Research

  • Multimodal Approach to Emotion Recognition using Deep Learning — ICIMIA 2023
  • Paddy Crop Disease Detection using LeNet and MobileNet Models — INDIACom 2024

Let's connect

I'm always interested in talking about agent infrastructure, AI systems, model architecture, and weird agent ideas.

📫 ajaykommineni@yahoo.com

Pinned Loading

  1. forechain forechain Public

    AI agents for Supply Chain Risk Monitoring

    Python 3

  2. PagePod PagePod Public

    Solo Podcast Creation from Web Page content

    Python 19 5

  3. Gemini-File Gemini-File Public

    Pdf Query chat-bot using Gemini AI and Llma Index

    Jupyter Notebook 10 2

  4. Stock-Insight-Agent Stock-Insight-Agent Public

    Multi-Agent Framework to Analyse investments into Stocks

    Python 12 5

  5. RAG-PDF-Cloud RAG-PDF-Cloud Public

    Implemented PDF Query Chatbot using only Cloud based tools - LLama-Index , Gemini Embeddings , Groq LLM , Pinecone

    Python 6

  6. Gemma-Model-Finetuning-Using-Lora Gemma-Model-Finetuning-Using-Lora Public

    Fine tuning Domain Specific dataset (Personal Dataset) on Gemma 2B Model

    Jupyter Notebook 5 2